Evidence map›Paper›PMID 40408494›Full record

ArticleScience advances2025

3D stacked IGZO 2T0C DRAM array with multibit capability for computing in memory applications.

Qijun Li, Qianlan Hu, Shenwu Zhu, Min Zeng, Wenjie Zhao, Yanqing Wu

Abstract read
In one paragraph

Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Ultralow-Energy Analog Reservoir Computing via Reconfigurable 2-Transistor Memory.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Qijun LiSchool of Integrated Circuits and Wuhan National High Magnetic Field Center, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0009-0007-0760-3962
Qianlan HuSchool of Integrated Circuits and Beijing Advanced Innovation Center for Integrated Circuits, Peking University, Beijing 100871, China.ORCID 0000-0002-5498-4135
Shenwu ZhuSchool of Integrated Circuits and Wuhan National High Magnetic Field Center, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0000-0003-2098-8864
Min ZengSchool of Integrated Circuits and Wuhan National High Magnetic Field Center, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0000-0003-4930-0322
Wenjie ZhaoSchool of Integrated Circuits and Wuhan National High Magnetic Field Center, Huazhong University of Science and Technology, Wuhan 430074, China.
Yanqing WuSchool of Integrated Circuits and Wuhan National High Magnetic Field Center, Huazhong University of Science and Technology, Wuhan 430074, China.ORCID 0000-0003-2578-5214

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Traditional dynamic random access memory (DRAM) technology faces grand challenges in power consumption due to the constant data refresh and in density due to the physical limit for dimension scaling. Recently, two-transistor zero-capacitor (2T0C) DRAM based on amorphous indium gallium zinc oxide (IGZO) exhibits long data retention owing to its extremely low off-state leakage current. Furthermore, the low thermal budget of the IGZO channel enables the monolithic three-dimensional (3D) stacking for higher bit density beyond the planar scaling limit. However, the demonstration of 3D stacking for IGZO has been limited to 2T0C DRAM single cell. In this work, an 8 by 8 3D stacked IGZO 2T0C DRAM array was designed and manufactured with optimized electrical characteristics, exhibiting 3-bit storage with over 100-second retention time. Furthermore, a neural network model has been demonstrated to achieve an accuracy of 94.95% in image recognition, providing for promising pathway toward computing in memory to overcome the "memory wall."

Identifiers

PMID40408494
PMCPMC12101486

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.